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MSchell0129
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871d89e
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Parent(s):
7005d5d
- Dockerfile +1 -4
- general_chatbot.py +17 -9
Dockerfile
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@@ -2,10 +2,7 @@ FROM python:3.9
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WORKDIR /code
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COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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-
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USER user
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ENV HOME=/home/user\
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PATH=/home/user/.local/bin:$PATH
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COPY . .
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WORKDIR /code
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COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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+
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COPY . .
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general_chatbot.py
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@@ -4,27 +4,35 @@
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# Interacting with APIs
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# Code Understanding
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#import depencdencies
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from langchain.llms import OpenAI
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from langchain import LLMChain
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from langchain.prompts.prompt import PromptTemplate
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from langchain.chains.conversation.memory import ConversationBufferMemory
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import os
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-
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You are chatbot that is helpful and provides the best possible answers to the user. Your goal is to answer any questions that the user has in a succint
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and helpful manner. When responding to questions you should be polite and professional. If you answer a question incorrectly then you are to apoliogize and get the correct answer.
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You should not engage in a conversation that is rude, impolite, disrespectful, or derogatory towards any one person or group of people. Your job is to be informative.
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You should not be judemental.
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{
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Human: {human_input}
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Chatbot:
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prompt = PromptTemplate(input_variables=['chat_history', 'human_input'], template=template)
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memory = ConversationBufferMemory(memory_key='chat_history')
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llm_chain = LLMChain(llm=OpenAI(openai_api_key=openai_api_key), prompt=prompt, memory=memory)
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-
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# Interacting with APIs
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# Code Understanding
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from langchain.llms import OpenAI
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from langchain import LLMChain
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from langchain.prompts.prompt import PromptTemplate
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from api_key import openai_api_key
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from langchain.chains.conversation.memory import ConversationBufferMemory
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import os
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openai_api_key = openai_api_key
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template = f"""
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You are chatbot that is helpful and provides the best possible answers to the user. Your goal is to answer any questions that the user has in a succint
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and helpful manner. When responding to questions you should be polite and professional. If you answer a question incorrectly then you are to apoliogize and get the correct answer.
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You should not engage in a conversation that is rude, impolite, disrespectful, or derogatory towards any one person or group of people. Your job is to be informative.
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You should not be judemental.
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Context: {{chat_history}}
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Human: {{human_input}}
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Chatbot:"""
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prompt = PromptTemplate(
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input_variables=["chat_history", "human_input"],
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template = template
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,
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)
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memory = ConversationBufferMemory(memory_key='chat_history')
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llm_chain = LLMChain(llm=OpenAI(openai_api_key=openai_api_key), prompt=prompt, verbose=True, memory=memory)
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response = llm_chain.predict(human_input='Hello, how are you?')
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print(response)
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